Büscher, Niklas ; Demmler, Daniel ; Katzenbeisser, Stefan ; Kretzmer, David ; Schneider, Thomas (2018)
HyCC: Compilation of Hybrid Protocols for Practical Secure Computation.
25. ACM Conference on Computer and Communications Security (CCS'18). Toronto, Canada (15.10.2018-19.10.2018)
doi: 10.1145/3243734.3243786
Conference or Workshop Item, Bibliographie
Abstract
While secure multi-party computation (MPC) is a vibrant research topic and a multitude of practical MPC applications have been presented recently, their development is still a tedious task that requires expert knowledge. Previous works have made first steps in compiling high-level descriptions from various source descriptions into MPC protocols, but only looked at a limited set of protocols. In this work we present HyCC, a tool-chain for automated compilation of ANSI C programs into hybrid protocols that efficiently and securely combine multiple MPC protocols with optimizing compilation, scheduling, and partitioning. As a result, our compiled protocols are able to achieve performance numbers that are comparable to hand-built solutions. For the MiniONN neural network (Liu et al., CCS 2017), our compiler improves performance of the resulting protocol by more than a factor of $3$. Thus, for the first time, highly efficient hybrid MPC becomes accessible for developers without cryptographic background.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2018 |
| Creators: | Büscher, Niklas ; Demmler, Daniel ; Katzenbeisser, Stefan ; Kretzmer, David ; Schneider, Thomas |
| Type of entry: | Bibliographie |
| Title: | HyCC: Compilation of Hybrid Protocols for Practical Secure Computation |
| Language: | English |
| Date: | October 2018 |
| Publisher: | ACM |
| Book Title: | CCS '18: Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security |
| Event Title: | 25. ACM Conference on Computer and Communications Security (CCS'18) |
| Event Location: | Toronto, Canada |
| Event Dates: | 15.10.2018-19.10.2018 |
| DOI: | 10.1145/3243734.3243786 |
| URL / URN: | https://encrypto.de/papers/BDKKS18.pdf |
| Abstract: | While secure multi-party computation (MPC) is a vibrant research topic and a multitude of practical MPC applications have been presented recently, their development is still a tedious task that requires expert knowledge. Previous works have made first steps in compiling high-level descriptions from various source descriptions into MPC protocols, but only looked at a limited set of protocols. In this work we present HyCC, a tool-chain for automated compilation of ANSI C programs into hybrid protocols that efficiently and securely combine multiple MPC protocols with optimizing compilation, scheduling, and partitioning. As a result, our compiled protocols are able to achieve performance numbers that are comparable to hand-built solutions. For the MiniONN neural network (Liu et al., CCS 2017), our compiler improves performance of the resulting protocol by more than a factor of $3$. Thus, for the first time, highly efficient hybrid MPC becomes accessible for developers without cryptographic background. |
| Uncontrolled Keywords: | Engineering; E4 |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Cryptography and Privacy Engineering (ENCRYPTO) 20 Department of Computer Science > Security Engineering DFG-Collaborative Research Centres (incl. Transregio) DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres Profile Areas Profile Areas > Cybersecurity (CYSEC) LOEWE LOEWE > LOEWE-Zentren LOEWE > LOEWE-Zentren > CRISP - Center for Research in Security and Privacy DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1119: CROSSING – Cryptography-Based Security Solutions: Enabling Trust in New and Next Generation Computing Environments |
| Date Deposited: | 25 Jul 2018 11:16 |
| Last Modified: | 30 Jul 2024 10:53 |
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